Speech digital biomarker combined with fluid biomarkers can predict Alzheimer’s type cognitive impairment through machine learning

The combination of speech, blood biomarkers, and machine learning technologies provides valuable opportunities for the development of advanced disease prediction strategies, and we hope that in the era of monoclonal antibody drugs, better prediction strategies can promote large-scale early screening in the population, thereby improving patient treatment outcomes.

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Publication Details

Journal
Alzheimer s & Dementia
Published
2025-12-01
DOI
https://doi.org/10.1002/alz70861_108196
Primary Topic
Dementia and Cognitive Impairment Research
Type
article
Field-Weighted Citation Impact
0.00
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article

Speech digital biomarker combined with fluid biomarkers can predict Alzheimer’s type cognitive impairment through machine learning

J. W. Wang, Gang Wang
Alzheimer s & Dementia
Dementia and Cognitive Impairment Research
article

Speech digital biomarker combined with fluid biomarkers can predict Alzheimer’s type cognitive impairment through machine learning

J. W. Wang, Gang Wang
article en

Abstract

The combination of speech, blood biomarkers, and machine learning technologies provides valuable opportunities for the development of advanced disease prediction strategies, and we hope that in the era of monoclonal antibody drugs, better prediction strategies can promote large-scale early screening in the population, thereby improving patient treatment outcomes.

Alzheimer s & DementiaVol. 21(S7)
Renji Hospital (CN)
Peace, Justice and strong institutions
Openalex Percentile: Top 36%
Dementia and Cognitive Impairment Research
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